GOESB

GOESB — Global Open Edge Speech Benchmark · pronounced “goose-bee”

Leaderboard

Objective, reproducible benchmarks for local (edge) speech AI. Every result here re-verified its hash and signature before being accepted — see why you can trust the numbers. New here? Read the docs.

This is every verified result, filterable and sortable. Looking for a single best recommendation for your constraints instead? Try the homepage →

Lowest energyFastest (lowest RTF)Most accurate (lowest WER)
BatchBatch results only — streaming uses different metrics and never appears here.
AnyBatchStreamingConcurrency

Sorted by most recently submitted · 25 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whisper-medium-en-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000librispeech-en
cer: 0.0352 ratiower: 0.0806 ratioram_mb: 1902.22 MBcpu_pct: 362.32 %temperature_c: 71.50 °Creal_time_factor: 0.0399 ratio
2026-07-31T07:35:35Z
details
Profile
whisper-medium-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-es-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-es
cer: 0.0075 ratiower: 0.0171 ratioram_mb: 1925.58 MBcpu_pct: 362.71 %temperature_c: 76.50 °Creal_time_factor: 0.0356 ratio
2026-07-31T07:35:54Z
details
Profile
whisper-medium-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-fr-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-fr
cer: 0.0321 ratiower: 0.0880 ratioram_mb: 1917.34 MBcpu_pct: 367.76 %temperature_c: 66.50 °Creal_time_factor: 0.0430 ratio
2026-07-31T07:36:15Z
details
Profile
whisper-medium-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-nl
cer: 0.0173 ratiower: 0.0474 ratioram_mb: 1906.77 MBcpu_pct: 366.81 %temperature_c: 73 °Creal_time_factor: 0.0479 ratio
2026-07-31T07:36:33Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-pt-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-pt
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 1910.70 MBcpu_pct: 354.06 %temperature_c: 72 °Creal_time_factor: 0.0327 ratio
2026-07-31T07:36:53Z
details
Profile
whisper-medium-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-en-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000librispeech-en
cer: 0.0374 ratiower: 0.0955 ratioram_mb: 1026.19 MBcpu_pct: 488.70 %temperature_c: 68 °Creal_time_factor: 0.0267 ratio
2026-07-31T07:37:05Z
details
Profile
whisper-small-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-es-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-es
cer: 0.0113 ratiower: 0.0370 ratioram_mb: 1024.84 MBcpu_pct: 483.39 %temperature_c: 69.50 °Creal_time_factor: 0.0230 ratio
2026-07-31T07:37:18Z
details
Profile
whisper-small-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-fr-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-fr
cer: 0.0425 ratiower: 0.1114 ratioram_mb: 1023.12 MBcpu_pct: 481.34 %temperature_c: 67.50 °Creal_time_factor: 0.0290 ratio
2026-07-31T07:37:31Z
details
Profile
whisper-small-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-nl-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-nl
cer: 0.0501 ratiower: 0.1679 ratioram_mb: 1023.42 MBcpu_pct: 502.59 %temperature_c: 64 °Creal_time_factor: 0.0331 ratio
2026-07-31T07:37:43Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-pt-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-pt
cer: 0.0045 ratiower: 0.0219 ratioram_mb: 1024.17 MBcpu_pct: 486.19 %temperature_c: 72.50 °Creal_time_factor: 0.0218 ratio
2026-07-31T07:37:56Z
details
Profile
whisper-small-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-en-batchfaster-whisper / whisper-tinycudanvidia-rtx-a4000librispeech-en
cer: 0.0525 ratiower: 0.1164 ratioram_mb: 759.59 MBcpu_pct: 657.47 %temperature_c: 72.50 °Creal_time_factor: 0.0188 ratio
2026-07-31T07:38:06Z
details
Profile
whisper-tiny-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-es-batchfaster-whisper / whisper-tinycudanvidia-rtx-a4000fleurs-es
cer: 0.0249 ratiower: 0.0912 ratioram_mb: 755.24 MBcpu_pct: 628.54 %temperature_c: 83 °Creal_time_factor: 0.0165 ratio
2026-07-31T07:38:15Z
details
Profile
whisper-tiny-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-fr-batchfaster-whisper / whisper-tinycudanvidia-rtx-a4000fleurs-fr
cer: 0.1352 ratiower: 0.3930 ratioram_mb: 739.85 MBcpu_pct: 609.37 %temperature_c: 79 °Creal_time_factor: 0.0203 ratio
2026-07-31T07:38:25Z
details
Profile
whisper-tiny-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-nl-batchfaster-whisper / whisper-tinycudanvidia-rtx-a4000fleurs-nl
cer: 0.1972 ratiower: 0.4781 ratioram_mb: 744.05 MBcpu_pct: 594.53 %temperature_c: 76 °Creal_time_factor: 0.0254 ratio
2026-07-31T07:38:34Z
details
Profile
whisper-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-pt-batchfaster-whisper / whisper-tinycudanvidia-rtx-a4000fleurs-pt
cer: 0.0300 ratiower: 0.1202 ratioram_mb: 747.90 MBcpu_pct: 652.77 %temperature_c: 75 °Creal_time_factor: 0.0155 ratio
2026-07-31T07:38:44Z
details
Profile
whisper-tiny-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-nl-batchfaster-whisper / whisper-basecudanvidia-rtx-a4000fleurs-nl
cer: 0.0981 ratiower: 0.3066 ratioram_mb: 1292.82 MBcpu_pct: 430.45 %temperature_c: 58.50 °Creal_time_factor: 0.0273 ratio
2026-07-30T22:16:15Z
details
Profile
whisper-base-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-a4000fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 4241.03 MBcpu_pct: 262.22 %temperature_c: 65 °Creal_time_factor: 0.0674 ratio
2026-07-30T22:16:54Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-nl
cer: 0.0173 ratiower: 0.0474 ratioram_mb: 2618.65 MBcpu_pct: 295.85 %temperature_c: 71 °Creal_time_factor: 0.0518 ratio
2026-07-30T22:17:24Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-nl-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-nl
cer: 0.0501 ratiower: 0.1679 ratioram_mb: 1632.06 MBcpu_pct: 352.17 %temperature_c: 65 °Creal_time_factor: 0.0351 ratio
2026-07-30T22:17:45Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-nl-batchfaster-whisper / whisper-tinycudanvidia-rtx-a4000fleurs-nl
cer: 0.1972 ratiower: 0.4781 ratioram_mb: 1219.11 MBcpu_pct: 553.52 %temperature_c: 69.50 °Creal_time_factor: 0.0275 ratio
2026-07-30T22:17:56Z
details
Profile
whisper-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-de-batchfaster-whisper / whisper-tinyintel-xeon-e3-1240-v6fleurs-de
cer: 0.0514 ratiower: 0.1760 ratioram_mb: 389.60 MBcpu_pct: 354.96 %real_time_factor: 0.0830 ratio
2026-07-30T20:00:28Z
details
Profile
whisper-tiny-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-nl-batchfaster-whisper / whisper-basecustomfleurs-nl
cer: 0.1047 ratiower: 0.3212 ratioram_mb: 465.74 MBcpu_pct: 413.12 %temperature_c: 49.85 °Creal_time_factor: 0.4654 ratio
2026-07-30T17:49:32Z
details
Profile
whisper-base-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3customfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3886.99 MBcpu_pct: 381.76 %temperature_c: 75.35 °Creal_time_factor: 6.93 ratio
2026-07-30T18:21:31Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcustomfleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 2372.27 MBcpu_pct: 395.57 %temperature_c: 71.85 °Creal_time_factor: 3.63 ratio
2026-07-30T18:38:09Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-nl-batchfaster-whisper / whisper-smallcustomfleurs-nl
cer: 0.0468 ratiower: 0.1642 ratioram_mb: 909.67 MBcpu_pct: 410.93 %temperature_c: 72.35 °Creal_time_factor: 1.27 ratio
2026-07-30T18:43:56Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true

Constant across this view: beam_size 5 · quantization int8 · threads 4 · vad true

* profile default

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